Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning

24 February 2020

Papers citing "Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning"

47 / 47 papers shown

Title
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks Kangwei Qi Qiong Wu Pingyi Fan Nan Cheng Wen Chen Jiangzhou Wang Khaled B. Letaief 41 15 0 17 Jun 2024
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission Ruichen Zhang Hongyang Du Yinqiu Liu Dusit Niyato Jiawen Kang Zehui Xiong Abbas Jamalipour Dong In Kim MoE 52 22 0 14 Apr 2024
Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation Osman Nuri Irkiçatal Elif Tuğçe Ceran Melda Yuksel 22 1 0 09 Mar 2024
RIS-empowered Topology Control for Distributed Learning in Urban Air Mobility Kai Xiong Rui Wang S. Leng Wenyang Che Chongwen Huang Chau Yuen 21 1 0 08 Mar 2024
Fairness-Driven Optimization of RIS-Augmented 5G Networks for Seamless 3D UAV Connectivity Using DRL Algorithms Yu Tian Ahmed Alhammadi Jiguang He Aymen Fakhreddine Faouzi Bader 44 0 0 14 Nov 2023
Deep Reinforcement Learning-based Scheduling for Optimizing System Load and Response Time in Edge and Fog Computing Environments Zhiyu Wang M. Goudarzi Mingming Gong Rajkumar Buyya 20 57 0 14 Sep 2023
A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications Wei Wang Peizheng Li A. Doufexi M. A. Beach 15 1 0 11 Sep 2023
Active RIS-aided EH-NOMA Networks: A Deep Reinforcement Learning Approach Zhaoyuan Shi Huabing Lu Xianzhong Xie Helin Yang Chongwen Huang Jun Cai Zhiguo Ding 15 8 0 11 Apr 2023
Digital Twin-Aided Learning for Managing Reconfigurable Intelligent Surface-Assisted, Uplink, User-Centric Cell-Free Systems Ying-Kai Cui Tiejun Lv Wei Ni Abbas Jamalipour 24 6 0 10 Feb 2023
A Novel Deep Reinforcement Learning-based Approach for Enhancing Spectral Efficiency of IRS-assisted Wireless Systems Farimehr Zohari S. Shahabi M. Ardebilipour 22 2 0 24 Jan 2023
Energy Efficiency Maximization in IRS-Aided Cell-Free Massive MIMO System Si-Nian Jin Dianwu Yue Yi-Ling Chen Qing Hu 14 4 0 24 Dec 2022
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control Ziyan Yin Zhe Wang Jun Li Ming Ding Wen Chen Shi Jin 38 13 0 04 Nov 2022
Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments Spilios Evmorfos Athina P. Petropulu H. Vincent Poor OOD 18 3 0 02 Nov 2022
Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI Baturay Saglam Doğa Gürgünoğlu Suleyman Serdar Kozat 16 12 0 10 Oct 2022
Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding Jeonghyeon Jang Hoon Lee Il-Min Kim Inkyu Lee 11 23 0 21 Sep 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Deep Reinforcement Learning Based on Location-Aware Imitation Environment for RIS-Aided mmWave MIMO Systems Wangyang Xu Jiancheng An Chongwen Huang Lu Gan Chau Yuen 24 39 0 18 May 2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces G. C. Alexandropoulos Kyriakos Stylianopoulos Chongwen Huang Chau Yuen M. Bennis Mérouane Debbah 23 87 0 08 May 2022
Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods Zongze Li Shuai Wang Qingfeng Lin Yang Li Miaowen Wen Yik-Chung Wu H. Vincent Poor 16 17 0 28 Apr 2022
Collaborative Intelligent Reflecting Surface Networks with Multi-Agent Reinforcement Learning Jie M. Zhang Jun Li Yijin Zhang Qing-He Wu Xiongwei Wu Feng Shu Shi Jin Wen Chen 11 20 0 26 Mar 2022
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces Brian Kim T. Erpek Y. Sagduyu S. Ulukus AAML 19 13 0 21 Dec 2021
Optimization for Master-UAV-powered Auxiliary-Aerial-IRS-assisted IoT Networks: An Option-based Multi-agent Hierarchical Deep Reinforcement Learning Approach Jingren Xu Xin Kang Ronghaixiang Zhang Ying-Chang Liang Sumei Sun 18 17 0 20 Dec 2021
Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning Yiyu Guo Fang Fang Donghong Cai Z. Ding 16 38 0 30 Nov 2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 37 416 0 24 Nov 2021
A Robust Deep Learning-Based Beamforming Design for RIS-assisted Multiuser MISO Communications with Practical Constraints Wangyang Xu Lu Gan Chongwen Huang 14 48 0 12 Nov 2021
Reconfigurable Intelligent Surface Empowered Over-the-Air Federated Edge Learning Hang Liu Zehong Lin Xiaojun Yuan Y. Zhang 15 5 0 06 Sep 2021
Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications K. Nguyen Antonino Masaracchia Cheng Yin L. Nguyen O. Dobre T. Duong 19 11 0 06 Aug 2021
RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning K. Nguyen Antonino Masaracchia Vishal Sharma H. Vincent Poor T. Duong 17 84 0 05 Aug 2021
On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems Amal Feriani A. Mezghani E. Hossain 14 9 0 17 Jul 2021
Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA Muhammad Jamal Shehab Bekir Sait Ciftler T. Khattab M. Abdallah D. Trinchero 14 33 0 03 Apr 2021
Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix T. Ölmez Z. Dokur 11 12 0 31 Mar 2021
Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design Chongwen Huang Zhaohui Yang G. C. Alexandropoulos Kai Xiong Li Wei Chau Yuen Zhaoyang Zhang Merouane Debbah 29 325 0 22 Jan 2021
Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach Hang Liu Xiaojun Yuan Y. Zhang 14 125 0 20 Nov 2020
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV Qianqian Zhang Walid Saad M. Bennis 11 16 0 03 Nov 2020
Deep Learning-based Phase Reconfiguration for Intelligent Reflecting Surfaces Özgecan Özdogan Emil Björnson 11 44 0 29 Sep 2020
Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method Chongwen Huang Zhaohui Yang G. C. Alexandropoulos Kai Xiong Li Wei Chau Yuen Zhaoyang Zhang 11 62 0 20 Sep 2020
Deep Learning Optimized Sparse Antenna Activation for Reconfigurable Intelligent Surface Assisted Communication Shun Zhang Shun Zhang F. Gao Jianpeng Ma O. Dobre 11 87 0 03 Sep 2020
Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks Shimin Gong Jiaye Lin Jinbei Zhang Dusit Niyato Dong In Kim M. Guizani 21 10 0 29 Aug 2020
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO Ahmet M. Elbir Sinem Coleri 34 129 0 25 Aug 2020
Intelligent Radio Signal Processing: A Survey Viet Quoc Pham N. Nguyen Thien Huynh-The Long Bao Le Kyungchun Lee W. Hwang 39 51 0 19 Aug 2020
Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications Li Wei Chongwen Huang G. C. Alexandropoulos Chau Yuen Zhaoyang Zhang Mérouane Debbah 11 509 0 04 Aug 2020
Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial Qingqing Wu Shuowen Zhang Beixiong Zheng Changsheng You Rui Zhang 11 1,985 0 06 Jul 2020
Delay Minimization for Federated Learning Over Wireless Communication Networks Zhaohui Yang Mingzhe Chen Walid Saad Choong Seon Hong M. Shikh-Bahaei H. Vincent Poor Shuguang Cui FedML 21 53 0 05 Jul 2020
From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks Seyyedali Hosseinalipour Christopher G. Brinton Vaneet Aggarwal H. Dai M. Chiang FedML 11 11 0 07 Jun 2020
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface Kai Yang Yuanming Shi Yong Zhou Zhanpeng Yang Liqun Fu Wei Chen 21 142 0 13 Apr 2020
Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning Witold Wydmański S. Szott 19 48 0 03 Mar 2020
RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design Xinyu Liu Yuanwei Liu Yue Chen H. Vincent Poor 15 157 0 28 Jan 2020